High School Student Seeking for Advise

I am a high school student who is trying to build a Gomoku reinforcement learning neural network with my friends, and we are looking forward to some advice/suggestions from experts.
So if you have any suggestions on how we can improve our project, please comment, please and thank you!

Github link: https://github.com/A44690/Gomoku-Bot